Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 3132 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 220.3 KiB |
| Average record size in memory | 72.0 B |
Variable types
| NUM | 8 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-08-24 21:34:15.038038 |
|---|---|
| Analysis finished | 2020-08-24 21:34:31.760836 |
| Duration | 16.72 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Diameter is highly correlated with Length and 2 other fields | High correlation |
Length is highly correlated with Diameter and 3 other fields | High correlation |
Whole weight is highly correlated with Length and 4 other fields | High correlation |
Shucked weight is highly correlated with Whole weight and 1 other fields | High correlation |
Viscera weight is highly correlated with Length and 3 other fields | High correlation |
Shell weight is highly correlated with Length and 3 other fields | High correlation |
Sex
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.5 KiB |
| M | |
|---|---|
| I | |
| F |
| Value | Count | Frequency (%) | |
| M | 1138 | 36.3% | |
| I | 1013 | 32.3% | |
| F | 981 | 31.3% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 133 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5237068965517241 |
|---|---|
| Minimum | 0.11 |
| Maximum | 0.815 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 0.295 |
| Q1 | 0.45 |
| median | 0.545 |
| Q3 | 0.615 |
| 95-th percentile | 0.69 |
| Maximum | 0.815 |
| Range | 0.705 |
| Interquartile range (IQR) | 0.165 |
Descriptive statistics
| Standard deviation | 0.1198914431 |
|---|---|
| Coefficient of variation (CV) | 0.2289285169 |
| Kurtosis | 0.04474549084 |
| Mean | 0.5237068966 |
| Median Absolute Deviation (MAD) | 0.08 |
| Skewness | -0.636597264 |
| Sum | 1640.25 |
| Variance | 0.01437395814 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.55 | 72 | 2.3% | |
| 0.625 | 71 | 2.3% | |
| 0.62 | 68 | 2.2% | |
| 0.575 | 68 | 2.2% | |
| 0.58 | 65 | 2.1% | |
| 0.6 | 64 | 2.0% | |
| 0.5 | 63 | 2.0% | |
| 0.52 | 58 | 1.9% | |
| 0.57 | 57 | 1.8% | |
| 0.59 | 56 | 1.8% | |
| Other values (123) | 2490 | 79.5% |
| Value | Count | Frequency (%) | |
| 0.11 | 1 | < 0.1% | |
| 0.13 | 2 | 0.1% | |
| 0.135 | 1 | < 0.1% | |
| 0.14 | 2 | 0.1% | |
| 0.15 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.815 | 1 | < 0.1% | |
| 0.8 | 1 | < 0.1% | |
| 0.78 | 2 | 0.1% | |
| 0.775 | 1 | < 0.1% | |
| 0.77 | 2 | 0.1% |
| Distinct count | 110 |
|---|---|
| Unique (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4079517879948914 |
|---|---|
| Minimum | 0.09 |
| Maximum | 0.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 0.22 |
| Q1 | 0.35 |
| median | 0.425 |
| Q3 | 0.48 |
| 95-th percentile | 0.545 |
| Maximum | 0.65 |
| Range | 0.56 |
| Interquartile range (IQR) | 0.13 |
Descriptive statistics
| Standard deviation | 0.09933632486 |
|---|---|
| Coefficient of variation (CV) | 0.2435001581 |
| Kurtosis | -0.07025117819 |
| Mean | 0.407951788 |
| Median Absolute Deviation (MAD) | 0.065 |
| Skewness | -0.6038878442 |
| Sum | 1277.705 |
| Variance | 0.009867705436 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.45 | 102 | 3.3% | |
| 0.475 | 96 | 3.1% | |
| 0.5 | 86 | 2.7% | |
| 0.4 | 82 | 2.6% | |
| 0.47 | 71 | 2.3% | |
| 0.48 | 71 | 2.3% | |
| 0.465 | 70 | 2.2% | |
| 0.375 | 69 | 2.2% | |
| 0.455 | 67 | 2.1% | |
| 0.46 | 66 | 2.1% | |
| Other values (100) | 2352 | 75.1% |
| Value | Count | Frequency (%) | |
| 0.09 | 1 | < 0.1% | |
| 0.095 | 1 | < 0.1% | |
| 0.1 | 2 | 0.1% | |
| 0.105 | 2 | 0.1% | |
| 0.11 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.65 | 1 | < 0.1% | |
| 0.63 | 3 | 0.1% | |
| 0.625 | 1 | < 0.1% | |
| 0.62 | 1 | < 0.1% | |
| 0.615 | 1 | < 0.1% |
Height
Real number (ℝ≥0)
| Distinct count | 49 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13927681992337165 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.515 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.075 |
| Q1 | 0.115 |
| median | 0.14 |
| Q3 | 0.165 |
| 95-th percentile | 0.2 |
| Maximum | 0.515 |
| Range | 0.515 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.03899113805 |
|---|---|
| Coefficient of variation (CV) | 0.2799542527 |
| Kurtosis | 2.449882236 |
| Mean | 0.1392768199 |
| Median Absolute Deviation (MAD) | 0.025 |
| Skewness | 0.03735663857 |
| Sum | 436.215 |
| Variance | 0.001520308846 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.15 | 200 | 6.4% | |
| 0.155 | 169 | 5.4% | |
| 0.14 | 167 | 5.3% | |
| 0.175 | 166 | 5.3% | |
| 0.16 | 151 | 4.8% | |
| 0.125 | 149 | 4.8% | |
| 0.165 | 147 | 4.7% | |
| 0.135 | 146 | 4.7% | |
| 0.12 | 136 | 4.3% | |
| 0.145 | 132 | 4.2% | |
| Other values (39) | 1569 | 50.1% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.015 | 1 | < 0.1% | |
| 0.02 | 1 | < 0.1% | |
| 0.025 | 4 | 0.1% | |
| 0.03 | 6 | 0.2% |
| Value | Count | Frequency (%) | |
| 0.515 | 1 | < 0.1% | |
| 0.25 | 3 | 0.1% | |
| 0.24 | 3 | 0.1% | |
| 0.235 | 4 | 0.1% | |
| 0.23 | 9 | 0.3% |
| Distinct count | 2037 |
|---|---|
| Unique (%) | 65.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.828670019157088 |
|---|---|
| Minimum | 0.008 |
| Maximum | 2.8255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 0.008 |
|---|---|
| 5-th percentile | 0.1275 |
| Q1 | 0.4415 |
| median | 0.7995 |
| Q3 | 1.153 |
| 95-th percentile | 1.70095 |
| Maximum | 2.8255 |
| Range | 2.8175 |
| Interquartile range (IQR) | 0.7115 |
Descriptive statistics
| Standard deviation | 0.4906301983 |
|---|---|
| Coefficient of variation (CV) | 0.5920694449 |
| Kurtosis | 0.03429973195 |
| Mean | 0.8286700192 |
| Median Absolute Deviation (MAD) | 0.35575 |
| Skewness | 0.5466790619 |
| Sum | 2595.3945 |
| Variance | 0.2407179914 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.2225 | 8 | 0.3% | |
| 0.97 | 6 | 0.2% | |
| 0.494 | 6 | 0.2% | |
| 0.18 | 6 | 0.2% | |
| 0.717 | 5 | 0.2% | |
| 0.197 | 5 | 0.2% | |
| 0.196 | 5 | 0.2% | |
| 0.4775 | 5 | 0.2% | |
| 0.874 | 5 | 0.2% | |
| 0.487 | 5 | 0.2% | |
| Other values (2027) | 3076 | 98.2% |
| Value | Count | Frequency (%) | |
| 0.008 | 1 | < 0.1% | |
| 0.0105 | 1 | < 0.1% | |
| 0.013 | 1 | < 0.1% | |
| 0.014 | 1 | < 0.1% | |
| 0.0145 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.8255 | 1 | < 0.1% | |
| 2.7795 | 1 | < 0.1% | |
| 2.657 | 1 | < 0.1% | |
| 2.55 | 1 | < 0.1% | |
| 2.548 | 1 | < 0.1% |
| Distinct count | 1390 |
|---|---|
| Unique (%) | 44.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35922860791826305 |
|---|---|
| Minimum | 0.0025 |
| Maximum | 1.4880000000000002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 0.0025 |
|---|---|
| 5-th percentile | 0.0545 |
| Q1 | 0.185375 |
| median | 0.3355 |
| Q3 | 0.4995 |
| 95-th percentile | 0.741225 |
| Maximum | 1.488 |
| Range | 1.4855 |
| Interquartile range (IQR) | 0.314125 |
Descriptive statistics
| Standard deviation | 0.2219457029 |
|---|---|
| Coefficient of variation (CV) | 0.6178397209 |
| Kurtosis | 0.601872859 |
| Mean | 0.3592286079 |
| Median Absolute Deviation (MAD) | 0.1575 |
| Skewness | 0.7237958254 |
| Sum | 1125.104 |
| Variance | 0.04925989502 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.175 | 9 | 0.3% | |
| 0.2945 | 8 | 0.3% | |
| 0.165 | 8 | 0.3% | |
| 0.2505 | 8 | 0.3% | |
| 0.2385 | 8 | 0.3% | |
| 0.096 | 7 | 0.2% | |
| 0.0415 | 7 | 0.2% | |
| 0.0675 | 7 | 0.2% | |
| 0.302 | 7 | 0.2% | |
| 0.097 | 7 | 0.2% | |
| Other values (1380) | 3056 | 97.6% |
| Value | Count | Frequency (%) | |
| 0.0025 | 1 | < 0.1% | |
| 0.0045 | 2 | 0.1% | |
| 0.005 | 2 | 0.1% | |
| 0.0055 | 1 | < 0.1% | |
| 0.0065 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 1.488 | 1 | < 0.1% | |
| 1.351 | 1 | < 0.1% | |
| 1.3485 | 1 | < 0.1% | |
| 1.2395 | 1 | < 0.1% | |
| 1.232 | 1 | < 0.1% |
| Distinct count | 843 |
|---|---|
| Unique (%) | 26.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18073084291187738 |
|---|---|
| Minimum | 0.0005 |
| Maximum | 0.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 0.0005 |
|---|---|
| 5-th percentile | 0.028275 |
| Q1 | 0.093375 |
| median | 0.17 |
| Q3 | 0.2525 |
| 95-th percentile | 0.38 |
| Maximum | 0.76 |
| Range | 0.7595 |
| Interquartile range (IQR) | 0.159125 |
Descriptive statistics
| Standard deviation | 0.1099235988 |
|---|---|
| Coefficient of variation (CV) | 0.6082171534 |
| Kurtosis | 0.1636080714 |
| Mean | 0.1807308429 |
| Median Absolute Deviation (MAD) | 0.07925 |
| Skewness | 0.613185568 |
| Sum | 566.049 |
| Variance | 0.01208319757 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.156 | 12 | 0.4% | |
| 0.15 | 12 | 0.4% | |
| 0.037 | 11 | 0.4% | |
| 0.1715 | 11 | 0.4% | |
| 0.2145 | 11 | 0.4% | |
| 0.1415 | 10 | 0.3% | |
| 0.246 | 10 | 0.3% | |
| 0.1315 | 10 | 0.3% | |
| 0.1625 | 10 | 0.3% | |
| 0.1405 | 10 | 0.3% | |
| Other values (833) | 3025 | 96.6% |
| Value | Count | Frequency (%) | |
| 0.0005 | 1 | < 0.1% | |
| 0.002 | 1 | < 0.1% | |
| 0.0025 | 2 | 0.1% | |
| 0.003 | 1 | < 0.1% | |
| 0.0035 | 2 | 0.1% |
| Value | Count | Frequency (%) | |
| 0.76 | 1 | < 0.1% | |
| 0.6415 | 1 | < 0.1% | |
| 0.59 | 1 | < 0.1% | |
| 0.575 | 1 | < 0.1% | |
| 0.5745 | 1 | < 0.1% |
| Distinct count | 830 |
|---|---|
| Unique (%) | 26.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23915900383141764 |
|---|---|
| Minimum | 0.003 |
| Maximum | 1.005 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 0.003 |
|---|---|
| 5-th percentile | 0.03955 |
| Q1 | 0.13 |
| median | 0.235 |
| Q3 | 0.33 |
| 95-th percentile | 0.48 |
| Maximum | 1.005 |
| Range | 1.002 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.1390404721 |
|---|---|
| Coefficient of variation (CV) | 0.5813725175 |
| Kurtosis | 0.591303839 |
| Mean | 0.2391590038 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.6192253654 |
| Sum | 749.046 |
| Variance | 0.0193322529 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.265 | 34 | 1.1% | |
| 0.285 | 34 | 1.1% | |
| 0.185 | 33 | 1.1% | |
| 0.275 | 33 | 1.1% | |
| 0.25 | 31 | 1.0% | |
| 0.335 | 31 | 1.0% | |
| 0.315 | 30 | 1.0% | |
| 0.17 | 30 | 1.0% | |
| 0.235 | 29 | 0.9% | |
| 0.22 | 28 | 0.9% | |
| Other values (820) | 2819 | 90.0% |
| Value | Count | Frequency (%) | |
| 0.003 | 1 | < 0.1% | |
| 0.0035 | 1 | < 0.1% | |
| 0.004 | 2 | 0.1% | |
| 0.005 | 7 | 0.2% | |
| 0.0065 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.005 | 1 | < 0.1% | |
| 0.897 | 1 | < 0.1% | |
| 0.885 | 1 | < 0.1% | |
| 0.85 | 1 | < 0.1% | |
| 0.815 | 1 | < 0.1% |
Rings
Real number (ℝ≥0)
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.947956577266922 |
|---|---|
| Minimum | 2 |
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 24.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| median | 10 |
| Q3 | 11 |
| 95-th percentile | 16 |
| Maximum | 29 |
| Range | 27 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.230252485 |
|---|---|
| Coefficient of variation (CV) | 0.3247151774 |
| Kurtosis | 2.350069229 |
| Mean | 9.947956577 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.131830046 |
| Sum | 31157 |
| Variance | 10.43453112 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 9 | 513 | 16.4% | |
| 10 | 487 | 15.5% | |
| 8 | 423 | 13.5% | |
| 11 | 351 | 11.2% | |
| 7 | 304 | 9.7% | |
| 12 | 210 | 6.7% | |
| 6 | 181 | 5.8% | |
| 13 | 161 | 5.1% | |
| 5 | 89 | 2.8% | |
| 14 | 87 | 2.8% | |
| Other values (16) | 326 | 10.4% |
| Value | Count | Frequency (%) | |
| 2 | 1 | < 0.1% | |
| 3 | 11 | 0.4% | |
| 4 | 42 | 1.3% | |
| 5 | 89 | 2.8% | |
| 6 | 181 | 5.8% |
| Value | Count | Frequency (%) | |
| 29 | 1 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 26 | 1 | < 0.1% | |
| 25 | 1 | < 0.1% | |
| 23 | 7 | 0.2% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Sex | Length | Diameter | Height | Whole weight | Shucked weight | Viscera weight | Shell weight | Rings | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | F | 0.525 | 0.400 | 0.135 | 0.7140 | 0.3180 | 0.1380 | 0.2080 | 10 |
| 1 | F | 0.445 | 0.325 | 0.125 | 0.4550 | 0.1785 | 0.1125 | 0.1400 | 9 |
| 2 | M | 0.710 | 0.540 | 0.165 | 1.9590 | 0.7665 | 0.2610 | 0.7800 | 18 |
| 3 | F | 0.680 | 0.580 | 0.200 | 1.7870 | 0.5850 | 0.4530 | 0.6000 | 19 |
| 4 | M | 0.605 | 0.470 | 0.160 | 1.1735 | 0.4975 | 0.2405 | 0.3450 | 12 |
| 5 | I | 0.555 | 0.430 | 0.125 | 0.7005 | 0.3395 | 0.1355 | 0.2095 | 8 |
| 6 | M | 0.510 | 0.405 | 0.125 | 0.6925 | 0.3270 | 0.1550 | 0.1805 | 7 |
| 7 | M | 0.655 | 0.520 | 0.180 | 1.4920 | 0.7185 | 0.3600 | 0.3550 | 11 |
| 8 | M | 0.540 | 0.415 | 0.145 | 0.7400 | 0.2635 | 0.1680 | 0.2450 | 12 |
| 9 | M | 0.515 | 0.410 | 0.140 | 0.7355 | 0.3065 | 0.1370 | 0.2000 | 7 |
Last rows
| Sex | Length | Diameter | Height | Whole weight | Shucked weight | Viscera weight | Shell weight | Rings | |
|---|---|---|---|---|---|---|---|---|---|
| 3122 | M | 0.625 | 0.475 | 0.160 | 1.0845 | 0.5005 | 0.2355 | 0.3105 | 10 |
| 3123 | M | 0.660 | 0.515 | 0.155 | 1.4415 | 0.7055 | 0.3555 | 0.3350 | 10 |
| 3124 | I | 0.500 | 0.375 | 0.120 | 0.5420 | 0.2150 | 0.1160 | 0.1700 | 9 |
| 3125 | F | 0.620 | 0.485 | 0.165 | 1.1660 | 0.4830 | 0.2380 | 0.3550 | 13 |
| 3126 | M | 0.455 | 0.345 | 0.150 | 0.5795 | 0.1685 | 0.1250 | 0.2150 | 13 |
| 3127 | M | 0.415 | 0.315 | 0.120 | 0.4015 | 0.1990 | 0.0870 | 0.0970 | 8 |
| 3128 | I | 0.325 | 0.240 | 0.070 | 0.1520 | 0.0565 | 0.0305 | 0.0540 | 8 |
| 3129 | M | 0.565 | 0.455 | 0.155 | 0.9355 | 0.4210 | 0.1830 | 0.2600 | 11 |
| 3130 | M | 0.610 | 0.485 | 0.145 | 1.3305 | 0.7830 | 0.2255 | 0.2865 | 9 |
| 3131 | F | 0.655 | 0.505 | 0.190 | 1.3485 | 0.5935 | 0.2745 | 0.4250 | 12 |